Susan B. Davidson

Susan B. Davidson's AcademicInfluence.com Rankings

Susan B. Davidson

Computer Science

#3504

World Rank

#3677

Historical Rank

#1321

USA Rank

Database

#2910

World Rank

#3035

Historical Rank

#577

USA Rank

computer-science Degrees

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Computer Science

Susan B. Davidson's Degrees

PhD Computer and Information Science University of Pennsylvania
Masters Computer and Information Science University of Pennsylvania
Bachelors Mathematics University of California, Berkeley

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Why Is Susan B. Davidson Influential?

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According to Wikipedia, Susan B. Davidson CorrFRSE is an American computer scientist known for work in databases and bioinformatics. She is Weiss Professor of Computer and Information Science at University of Pennsylvania. Her dissertation work on distributed databases included results on statistical and mathematical techniques for data resolution as well as mechanisms to avoid database conflicts.

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Susan B. Davidson's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

A query language and optimization techniques for unstructured data (1996) (704)
Provenance and scientific workflows: challenges and opportunities (2008) (573)
Consistency in a partitioned network: a survey (1985) (547)
Keys for XML (2001) (536)
Adding Structure to Unstructured Data (1997) (521)
Reasoning about Keys for XML (2001) (235)
K2/Kleisli and GUS: Experiments in integrated access to genomic data sources (2001) (233)
Provenance in Scientific Workflow Systems (2007) (220)
Challenges in Integrating Biological Data Sources (1995) (209)
Special Issue: The First Provenance Challenge (2008) (172)
Optimism and consistency in partitioned distributed database systems (1984) (172)
Querying and Managing Provenance through User Views in Scientific Workflows (2008) (162)
BioKleisli: a digital library for biomedical researchers (1997) (161)
Putting Lipstick on Pig: Enabling Database-style Workflow Provenance (2011) (157)
A Data Transformation System for Biological Data Sources (1995) (154)
Theoretical Aspects of Schema Merging (1992) (136)
Using the crowd for top-k and group-by queries (2013) (127)
A Model for User-Oriented Data Provenance in Pipelined Scientific Workflows (2006) (121)
An Efficient XPath Query Processor for XML Streams (2006) (118)
The First Provenance Challenge (2008) (116)
Programming Constructs for Unstructured Data (1995) (100)
Propagating XML constraints to relations (2003) (89)
Applications of Byzantine agreement in database systems (1986) (88)
On provenance and privacy (2010) (87)
Realizing the potential of data science (2018) (87)
Towards a Model of Provenance and User Views in Scientific Workflows (2006) (79)
DeltaGrad: Rapid retraining of machine learning models (2020) (77)
A phase I and pharmacokinetic study of short infusions of UCN-01 in patients with refractory solid tumors. (2005) (74)
Provenance views for module privacy (2010) (73)
Digital library information-technology infrastructures (2005) (70)
Differencing Provenance in Scientific Workflows (2009) (69)
From XML View Updates to Relational View Updates: old solutions to a new problem (2004) (68)
RRXF: Redundancy reducing XML storage in relations (2003) (68)
Addressing the provenance challenge using ZOOM (2008) (66)
BLAS: an efficient XPath processing system (2004) (63)
Why data citation is a computational problem (2016) (61)
Designing and Evaluating an XPath Dialect for Linguistic Queries (2006) (59)
A semantics for complex objects and approximate queries (1988) (58)
Zoom*UserViews: Querying Relevant Provenance in Workflow Systems (2007) (56)
WOL: a language for database transformations and constraints (1997) (56)
Reasoning about nested functional dependencies (1999) (54)
View Maintenance for Hierarchical Semistructured Data (2000) (51)
On the updatability of XML views over relational databases (2003) (51)
RTC: Language support for real-time concurrency (1991) (49)
BioGuideSRS: querying multiple sources with a user-centric perspective (2007) (48)
Challenges and Opportunities with Big Data 2011-1 (2011) (47)
Extending XPath to Support Linguistic Queries (2005) (44)
A Semantics for Complex Objects and Approximate Answers (1991) (44)
Semantics of Database Transformations (1995) (43)
Proceedings of the 1999 ACM SIGMOD international conference on Management of data (1999) (43)
Approximated Summarization of Data Provenance (2015) (41)
Data provenance – the foundation of data quality (2010) (38)
Constraint Preserving XML Storage in Relations (2002) (37)
Enabling Privacy in Provenance-Aware Workflow Systems (2011) (37)
OASSIS: query driven crowd mining (2014) (36)
Path-based Systems to Guide Scientists in the Maze of Biological Data Sources (2006) (35)
Top-k and Clustering with Noisy Comparisons (2014) (34)
Adding Time to Synchronous Process Communications (1987) (33)
XKvalidator: a constraint validator for XML (2002) (33)
Partial Computation in Real-Time Database Systems (1988) (30)
Exploring repositories of scientific workflows (2010) (28)
Biological Data Management: Research, Practice and Opportunities (2004) (27)
Timed Atomic Commitment (1991) (26)
Optimizing user views for workflows (2009) (26)
An optimistic protocol for partitioned distributed database systems (1982) (25)
A basis for interactive schema merging (1992) (25)
PrIU: A Provenance-Based Approach for Incrementally Updating Regression Models (2020) (25)
Privacy issues in scientific workflow provenance (2010) (25)
PATAXÓ: A framework to allow updates through XML views (2006) (24)
An optimal labeling scheme for workflow provenance using skeleton labels (2010) (24)
Generation CS (2017) (24)
Motivating Time as a First Class Entity (1987) (22)
Challenges and Opportunities with Big Data 2012-2 (2011) (22)
A protocol for timed atomic commitment (1989) (22)
BioKleisli: Integrating Biomedical Data and Analysis Packages (2002) (21)
Detecting and resolving unsound workflow views for correct provenance analysis (2009) (21)
Layer Decomposition: An Effective Structure-Based Approach for Scientific Workflow Similarity (2014) (20)
Effective and efficient similarity search in scientific workflow repositories (2016) (20)
Querying independent databases (1990) (19)
Data Citation: Giving Credit Where Credit is Due (2018) (19)
A cascading mentoring pedagogy in a CS service learning course to broaden participation and perceptions (2013) (19)
Constraints preserving schema mapping from XML to relations (2002) (18)
Deriving probabilistic databases with inference ensembles (2011) (18)
PDiffView: Viewing the Difference in Provenance of Workflow Results (2009) (18)
Validating Constraints in XML (2002) (16)
Preserving Module Privacy in Workflow Provenance (2010) (15)
A Performance Analysis of Times Synchronous Communication Primitives (1990) (15)
A Model for Fine-Grained Data Citation (2017) (15)
Facilitating transformations in a human genome project database (1994) (14)
Supporting real-time concurrency (1991) (14)
Answering regular path queries on workflow provenance (2014) (14)
Replicated data and partition failures (1990) (14)
Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series (2021) (14)
Labeling Workflow Views with Fine-Grained Dependencies (2012) (14)
Labeling recursive workflow executions on-the-fly (2011) (12)
A User-Centric Framework for Accessing Biological Sources and Tools (2005) (12)
UXQuery: Building Updatable XML Views over Relational Databases (2003) (12)
Managing General and Individual Knowledge in Crowd Mining Applications (2015) (12)
Data Citation: A Computational Challenge (2017) (12)
A propagation model for provenance views of public/private workflows (2012) (12)
Specifying updates in biomedical databases (1999) (11)
Querying an Object-Oriented Database Using CPL (1997) (11)
Automating Data Citation in CiteDB (2017) (11)
Generating sound workflow views for correct provenance analysis (2011) (11)
EXPedite: a system for encoded XML processing (2004) (11)
Automating Data Citation: The eagle-i Experience (2017) (10)
The Information Integration System K2 (2003) (10)
Communicating Shared Resources: A Paradigm for Integrating Real-Time Specification and Implementation (1991) (10)
Data Citation: A New Provenance Challenge (2018) (9)
A bi-labeling based XPath processing system (2010) (9)
ViteX: a streaming XPath processing system (2005) (9)
Generation CS (2017) (8)
Is byzantine agreement useful in a distributed database? (1984) (8)
CCSR 92: Calculus for Communicating Shared Resources with Dynamic Priorities (1992) (8)
Specifying Database Transformations in WOL (1999) (7)
ProvCite: Provenance-based Data Citation (2019) (7)
The Kleisli Approach to Data Transformation and Integration (2004) (7)
On User Views in Scientific Workflow Systems (2009) (6)
Reasoning About the Updatability of XML Views Over Relational Databases (2003) (6)
Indexing Keys in Hierarchical Data (2001) (6)
Deadlock prevention in the RTC programming system for distributed real-time applications (1993) (6)
A Fine-Grained Workflow Model with Provenance-Aware Security Views (2011) (6)
Hiding Data and Structure in Workflow Provenance (2011) (6)
WOLVES: Achieving Correct Provenance Analysis by Detecting and Resolving Unsound Workflow Views (2009) (6)
Understanding Local Structure in Ranked Datasets (2013) (5)
Propagating XML View Updates to a Relational Database (2004) (5)
Semi-Materialization: A Technnique for Optimizing Frequently Executed Queries (1991) (5)
Scientific Data Management: An Orphan in the Database Community? (2008) (5)
Proceedings of 21st VLDB Conference (1995) (5)
Semi-materialization: a performance analysis (1991) (5)
Federated Approximations for Heterogeneous Databases (1989) (4)
Ontology Assisted Crowd Mining (2014) (4)
Search and result presentation in scientific workflow repositories (2013) (4)
Crimson: a data management system to support evaluating phylogenetic tree reconstruction algorithms (2006) (4)
Using XQuery to Build Updatable XML Views Over Relational Databases (2003) (4)
Database Transformations for Biological Applications (2001) (4)
ProvCite (2019) (4)
Discovering Similar Workflows via Provenance Clustering: A Case Study (2018) (4)
Deadlock prevention in concurrent real-time systems (1993) (4)
Approximated Provenance for Complex Applications (2014) (3)
Efficient Path Query Processing on Encoded XML (2004) (3)
Querying XML (2000) (3)
Provenance: Privacy and Security (2018) (3)
To Show or Not to Show in Workflow Provenance (2013) (3)
Inference Rules for Nested Functional Dependencies (1999) (3)
Automating Software Citation using GitCite (2019) (3)
Graphical communicating shared resources: a language for the specification, refinement and analysis of real-time systems (1996) (3)
Language Constructs for Distributed Real-Time Consistency (1989) (3)
John Chamberlain: Choices (2012) (3)
Language constructs for timed atomic commitment (1989) (3)
Efficiently Supporting Structure Queries on Phylogenetic Trees (2005) (3)
Generation CS (2017) (3)
Protocols for Timed Synchronous Process Communications (1986) (2)
Transforming and integrating biomedical data using Kleisli: a perspective (1999) (2)
Redundancy: an approach to the efficient implementation of semantic integrity assertions (1990) (2)
PHOcus: Efficiently Archiving Photos (2022) (2)
Extending Database Integration Technology (1999) (2)
Generalized I/O with Timing Constraints (1987) (2)
Provenance for Probabilistic Logic Programs (2020) (2)
CHEF (2021) (2)
Erratum to "Propagating XML constraints to relations" [JCSS 73 (2007) 316-361] (2008) (2)
Erratum: A Correction to “Propagating XML Constraints to Relations” (2007) (1)
Active XML and Data Activation (2005) (1)
SubTab: Data Exploration with Informative Sub-Tables (2022) (1)
Biokleisli: a Digital Library for Biomedical Researchers ? Medline Journal Title Abbreviation Iso Journal Title Abbreviation (1996) (1)
DBLP-NSF dataset SQL dump (2018) (1)
Keyword Search in Workflow Repositories with Access Control (2011) (1)
Creating and Maintaining Curated View Databases (1)
MORPHING SPARSELY POPULATED DATA (1)
On User Views in Scientific Workflow Systems (Invited Paper) (2009) (1)
Provenance and uncertainty (2012) (1)
Education and career paths for data scientists (2013) (1)
ShapGraph: An Holistic View of Explanations through Provenance Graphs and Shapley Values (2022) (1)
Reasoning about functional and key dependencies in hierarchically structured data (2004) (1)
Maintaining Consistency Over A Network in Real-Time Applications (1989) (1)
CHEF: A Cheap and Fast Pipeline for Iteratively Cleaning Label Uncertainties (2021) (1)
Sharing Biomedical Data with Impunity and Ease (2003) (1)
MS-CIS-91-35 GRASP LAB 260 (1992) (1)
Selecting Sub-tables for Data Exploration (2022) (1)
Effecting Database Transformations Using Morphase (1996) (1)
Solon: Communication-efficient Byzantine-resilient Distributed Training via Redundant Gradients (2021) (1)
Updates and Non-determinism in Object-oriented Databases (1999) (1)
Proving Properties of Real-Time Distributed Systems: A Comparison of Three Approaches (1992) (1)
Senior Design Final Project Description (0)
Provenance-based Model Maintenance: Implications for Privacy (2022) (0)
Proceedings of the third international conference on on Parallel and distributed information systems (1994) (0)
Constraints for XML (2001) (0)
In memory of Vadim Aleksandrovich Ratner (2002) (0)
P Provenance : Privacy and Security (2017) (0)
4 Extension of the Parallel Merge Protocol to the General Case (0)
In Memory of Chris Overton (2000) (0)
Dine Combining Collaborative Filtering and Social Media to Make Better Restaurant Recommendations (2010) (0)
Effecting Database Transformations Using Morphase MS-CIS-96-05 (2014) (0)
Appendix for DeltaGrad: Rapid retraining of machine learning models (2020) (0)
VLDB Endowment Board of Trustees (2007) (0)
PHOcus (2022) (0)
Explorer Challenges in Integrating Biological Data Sources (2008) (0)
PROX: Approximated Summarization of Data Provenance (2016) (0)
The reflective mentor: charting undergraduates' responses to computer science service learning (abstract only) (2012) (0)
Session details: Social networks & community data (2010) (0)
Related Work Political News Indexing (2007) (0)
FORMALLY INTEGRATING REAL-TIME SPECIFICATION AND IMPLEMENTATION : A RESEARCH PROPOSAL (2015) (0)
Edinburgh Research Explorer Keys for XML (2017) (0)
Dr. G. Christian Overton (2002) (0)
Credit distribution in relational scientific databases (2022) (0)
Erratum Erratum to “ Propagating XML constraints to relations (2008) (0)
Scaling the tower of babel: data integration and warehousing with the WWW (2000) (0)
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31 - June 4, 2015 (2011) (0)
Modeling Reliable Distributed Real-Time Programs (1988) (0)
Letter from the 2017 IEEE TCDE Impact Award Winner (2017) (0)
Formally Integrating Real-Time Specification: A Research Proposal (1988) (0)
deebee : General , Personal and Relational Database Management System for Casual Users (2010) (0)
A Performance Comparison of Optimistic versus Conservative Strategies during Partition Failures in Distributed Databases (1987) (0)
Technical Reports Series Institute for Research in Cognitive Science March 1995 Programming Constructs for Unstructured Data (2016) (0)
Overview of an Integrated Toolset Under Development for the CSR Paradigm (1993) (0)
Efficiently tracking provenance in scientific workflows (2012) (0)
Wolves (2020) (0)
Putt ing Lipstick on Pig: Enabling Database-Style Workflo w Provenance (2011) (0)
Learning to explore scientific workflow repositories (2013) (0)
Developing a Reputation Management System for piRentU-A Renting Website for College Students (2010) (0)
Partial Computation in Real-Time Database Systems: A Research Plan (1988) (0)
Engineering Robust Distributed Database Software (2001) (0)
Efficient scientific data management over trees (2007) (0)
Current Status and Future Directions of Real-time Computing Scheduling and Resource Management: Operating Systems: Hardware Architectural Support: Fault-tolerance: Programming Languages, Compilers, and Related Tools: Formal Methods: Real-time Ai (2007) (0)
Semantics of Database Transformations MS-CIS-95-25 (2016) (0)
Data Provenance for Attributes: Attribute Lineage (2020) (0)
Disposal by Design (2022) (0)
Efficient xpath query processing on stored and streaming xml data (2005) (0)
Proc. Heterogeneous Database Workshop (1989) (0)
Database Programming Languages (DBPL-5) (1995) (0)
Efficiently Archiving Photos under Storage Constraints (2023) (0)
Privacy Issues in Scientific Workflow Provenance [ Position Paper ] (2010) (0)
Updating Complex Value Databeses (1998) (0)

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Susan B. Davidson's Academic­Influence.com Rankings